Long-term Forecasting on TT -> AZ
0.45MSEGPT4AP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GPT4APHorizon=24, Evaluation Protocol=Zero-shot2026.03 | 0.45 | 0.376 | |
| GPT4APHorizon=36, Evaluation Protocol=Zero-shot2026.03 | 0.497 | 0.407 | |
| GPT4APHorizon=Avg, Evaluation Protocol=Zero-shot2026.03 | 0.517 | 0.414 | |
| PyraformerHorizon=24, Evaluation Protocol=Zero-shot2026.03 | 0.533 | 0.507 | |
| GPT4APHorizon=48, Evaluation Protocol=Zero-shot2026.03 | 0.549 | 0.43 | |
| GPT4APHorizon=60, Evaluation Protocol=Zero-shot2026.03 | 0.573 | 0.444 | |
| ETSformerHorizon=24, Evaluation Protocol=Zero-shot2026.03 | 0.582 | 0.535 | |
| PyraformerHorizon=36, Evaluation Protocol=Zero-shot2026.03 | 0.588 | 0.544 | |
| DLinearHorizon=24, Evaluation Protocol=Zero-shot2026.03 | 0.618 | 0.562 | |
| PyraformerHorizon=Avg, Evaluation Protocol=Zero-shot2026.03 | 0.638 | 0.564 | |
| FiLMHorizon=24, Evaluation Protocol=Zero-shot2026.03 | 0.664 | 0.572 | |
| ETSformerHorizon=36, Evaluation Protocol=Zero-shot2026.03 | 0.686 | 0.587 | |
| TransformerHorizon=24, Evaluation Protocol=Zero-shot2026.03 | 0.697 | 0.586 | |
| TransformerHorizon=48, Evaluation Protocol=Zero-shot2026.03 | 0.7 | 0.586 | |
| PyraformerHorizon=48, Evaluation Protocol=Zero-shot2026.03 | 0.703 | 0.603 | |
| DLinearHorizon=36, Evaluation Protocol=Zero-shot2026.03 | 0.712 | 0.601 | |
| TransformerHorizon=36, Evaluation Protocol=Zero-shot2026.03 | 0.717 | 0.612 | |
| TransformerHorizon=Avg, Evaluation Protocol=Zero-shot2026.03 | 0.719 | 0.607 | |
| InformerHorizon=24, Evaluation Protocol=Zero-shot2026.03 | 0.722 | 0.619 | |
| PyraformerHorizon=60, Evaluation Protocol=Zero-shot2026.03 | 0.728 | 0.602 | |
| ETSformerHorizon=Avg, Evaluation Protocol=Zero-shot2026.03 | 0.737 | 0.604 | |
| InformerHorizon=48, Evaluation Protocol=Zero-shot2026.03 | 0.742 | 0.607 | |
| DLinearHorizon=Avg, Evaluation Protocol=Zero-shot2026.03 | 0.754 | 0.616 | |
| TransformerHorizon=60, Evaluation Protocol=Zero-shot2026.03 | 0.763 | 0.642 | |
| InformerHorizon=Avg, Evaluation Protocol=Zero-shot2026.03 | 0.764 | 0.637 | |
| InformerHorizon=36, Evaluation Protocol=Zero-shot2026.03 | 0.766 | 0.64 | |
| ETSformerHorizon=48, Evaluation Protocol=Zero-shot2026.03 | 0.773 | 0.623 | |
| DLinearHorizon=48, Evaluation Protocol=Zero-shot2026.03 | 0.801 | 0.635 | |
| FiLMHorizon=36, Evaluation Protocol=Zero-shot2026.03 | 0.802 | 0.624 | |
| InformerHorizon=60, Evaluation Protocol=Zero-shot2026.03 | 0.827 | 0.68 | |
| FiLMHorizon=Avg, Evaluation Protocol=Zero-shot2026.03 | 0.859 | 0.643 | |
| DLinearHorizon=60, Evaluation Protocol=Zero-shot2026.03 | 0.884 | 0.665 | |
| ETSformerHorizon=60, Evaluation Protocol=Zero-shot2026.03 | 0.906 | 0.67 | |
| FiLMHorizon=48, Evaluation Protocol=Zero-shot2026.03 | 0.925 | 0.667 | |
| FiLMHorizon=60, Evaluation Protocol=Zero-shot2026.03 | 1.045 | 0.709 |